Mr. Davies was grading papers, the familiar scent of old paper and ink a comfort, when a package landed on his desk. No return address. He hadn't taught at the high school for a decade; the students were all a blur of faces now. A coldness settled in his chest.

He tore open the brown paper. Inside, nestled in shredded newspaper, was a framed photograph. It was a picture of him, taken from across the schoolyard, years ago. He was laughing, a student on his arm.

He squinted, trying to make out the face of the student. It was… Kevin, yes, Kevin who had been so quiet, so watchful. His breath hitched in his throat. He ran a hand over his face. The photograph was too clear, too detailed.

He turned the photograph over. On the back, in an elegant hand, a single word was written: "Remember."

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284